Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 1851 |
| Missing cells | 13432 |
| Missing cells (%) | 24.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 434.0 KiB |
| Average record size in memory | 240.1 B |
Variable types
| NUM | 17 |
|---|---|
| CAT | 11 |
| UNSUPPORTED | 1 |
| BOOL | 1 |
UArt2 has 1584 (85.6%) missing values | Missing |
AUrs1 has 1660 (89.7%) missing values | Missing |
AUrs2 has 1840 (99.4%) missing values | Missing |
AufHi has 1402 (75.7%) missing values | Missing |
Char1 has 1694 (91.5%) missing values | Missing |
Char2 has 1809 (97.7%) missing values | Missing |
Lich2 has 1492 (80.6%) missing values | Missing |
Zust2 has 1834 (99.1%) missing values | Missing |
Fstf has 109 (5.9%) missing values | Missing |
df_index has unique values | Unique |
WoTag is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
TempDist has 845 (45.7%) zeros | Zeros |
SpatDist has 1568 (84.7%) zeros | Zeros |
UArt1 has 63 (3.4%) zeros | Zeros |
Reproduction
| Analysis started | 2020-11-13 16:30:22.065538 |
|---|---|
| Analysis finished | 2020-11-13 16:31:45.379479 |
| Duration | 1 minute and 23.31 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 1851 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 933.5440303 |
|---|---|
| Minimum | 0 |
| Maximum | 1866 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 92.5 |
| Q1 | 462.5 |
| median | 936 |
| Q3 | 1402.5 |
| 95-th percentile | 1773.5 |
| Maximum | 1866 |
| Range | 1866 |
| Interquartile range (IQR) | 940 |
Descriptive statistics
| Standard deviation | 540.8130821 |
|---|---|
| Coefficient of variation (CV) | 0.5793118103 |
| Kurtosis | -1.208745946 |
| Mean | 933.5440303 |
| Median Absolute Deviation (MAD) | 470 |
| Skewness | -0.003498815736 |
| Sum | 1727990 |
| Variance | 292478.7898 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) | |
| 1865 | 1 | 0.1% | |
| 1228 | 1 | 0.1% | |
| 1232 | 1 | 0.1% | |
| 1234 | 1 | 0.1% | |
| 1236 | 1 | 0.1% | |
| 1238 | 1 | 0.1% | |
| 1240 | 1 | 0.1% | |
| 1242 | 1 | 0.1% | |
| 1244 | 1 | 0.1% | |
| 1246 | 1 | 0.1% | |
| Other values (1841) | 1841 | 99.5% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 1 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 3 | 1 | 0.1% | |
| 4 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1866 | 1 | 0.1% | |
| 1865 | 1 | 0.1% | |
| 1864 | 1 | 0.1% | |
| 1863 | 1 | 0.1% | |
| 1862 | 1 | 0.1% |
TempMax
Real number (ℝ≥0)
| Distinct | 208 |
|---|---|
| Distinct (%) | 11.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 171.7034036 |
|---|---|
| Minimum | 9 |
| Maximum | 1341 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 69 |
| median | 117 |
| Q3 | 211.5 |
| 95-th percentile | 498 |
| Maximum | 1341 |
| Range | 1332 |
| Interquartile range (IQR) | 142.5 |
Descriptive statistics
| Standard deviation | 168.9626605 |
|---|---|
| Coefficient of variation (CV) | 0.9840379221 |
| Kurtosis | 10.36837755 |
| Mean | 171.7034036 |
| Median Absolute Deviation (MAD) | 63 |
| Skewness | 2.67088055 |
| Sum | 317823 |
| Variance | 28548.38063 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 84 | 36 | 1.9% | |
| 81 | 36 | 1.9% | |
| 93 | 35 | 1.9% | |
| 87 | 33 | 1.8% | |
| 78 | 31 | 1.7% | |
| 111 | 31 | 1.7% | |
| 72 | 31 | 1.7% | |
| 69 | 31 | 1.7% | |
| 54 | 31 | 1.7% | |
| 96 | 30 | 1.6% | |
| Other values (198) | 1526 | 82.4% |
| Value | Count | Frequency (%) | |
| 9 | 8 | 0.4% | |
| 12 | 11 | 0.6% | |
| 15 | 13 | 0.7% | |
| 18 | 28 | 1.5% | |
| 21 | 20 | 1.1% |
| Value | Count | Frequency (%) | |
| 1341 | 1 | 0.1% | |
| 1323 | 3 | 0.2% | |
| 1257 | 2 | 0.1% | |
| 1194 | 1 | 0.1% | |
| 1152 | 1 | 0.1% |
TempAvg
Real number (ℝ≥0)
| Distinct | 246 |
|---|---|
| Distinct (%) | 13.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.11669368 |
|---|---|
| Minimum | 3 |
| Maximum | 1326 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 32 |
| median | 55 |
| Q3 | 90 |
| 95-th percentile | 196.5 |
| Maximum | 1326 |
| Range | 1323 |
| Interquartile range (IQR) | 58 |
Descriptive statistics
| Standard deviation | 81.51801258 |
|---|---|
| Coefficient of variation (CV) | 1.099860349 |
| Kurtosis | 71.70901825 |
| Mean | 74.11669368 |
| Median Absolute Deviation (MAD) | 28 |
| Skewness | 6.311730476 |
| Sum | 137190 |
| Variance | 6645.186375 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 44 | 30 | 1.6% | |
| 26 | 27 | 1.5% | |
| 48 | 27 | 1.5% | |
| 53 | 26 | 1.4% | |
| 59 | 26 | 1.4% | |
| 24 | 25 | 1.4% | |
| 56 | 24 | 1.3% | |
| 57 | 23 | 1.2% | |
| 33 | 23 | 1.2% | |
| 61 | 23 | 1.2% | |
| Other values (236) | 1597 | 86.3% |
| Value | Count | Frequency (%) | |
| 3 | 1 | 0.1% | |
| 4 | 3 | 0.2% | |
| 5 | 11 | 0.6% | |
| 6 | 13 | 0.7% | |
| 7 | 18 | 1.0% |
| Value | Count | Frequency (%) | |
| 1326 | 1 | 0.1% | |
| 1260 | 1 | 0.1% | |
| 955 | 1 | 0.1% | |
| 920 | 1 | 0.1% | |
| 703 | 1 | 0.1% |
SpatMax
Real number (ℝ≥0)
| Distinct | 1508 |
|---|---|
| Distinct (%) | 81.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10834.56186 |
|---|---|
| Minimum | 832 |
| Maximum | 49765 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 832 |
|---|---|
| 5-th percentile | 1891 |
| Q1 | 4506 |
| median | 8335 |
| Q3 | 14367 |
| 95-th percentile | 29293.5 |
| Maximum | 49765 |
| Range | 48933 |
| Interquartile range (IQR) | 9861 |
Descriptive statistics
| Standard deviation | 8703.725654 |
|---|---|
| Coefficient of variation (CV) | 0.8033297302 |
| Kurtosis | 2.497009375 |
| Mean | 10834.56186 |
| Median Absolute Deviation (MAD) | 4536 |
| Skewness | 1.553324122 |
| Sum | 20054774 |
| Variance | 75754840.26 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 13163 | 8 | 0.4% | |
| 6621 | 5 | 0.3% | |
| 3475 | 5 | 0.3% | |
| 2351 | 5 | 0.3% | |
| 1503 | 4 | 0.2% | |
| 35492 | 4 | 0.2% | |
| 5686 | 4 | 0.2% | |
| 15927 | 4 | 0.2% | |
| 3000 | 4 | 0.2% | |
| 13456 | 4 | 0.2% | |
| Other values (1498) | 1804 | 97.5% |
| Value | Count | Frequency (%) | |
| 832 | 2 | 0.1% | |
| 965 | 1 | 0.1% | |
| 971 | 1 | 0.1% | |
| 1000 | 1 | 0.1% | |
| 1036 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 49765 | 1 | 0.1% | |
| 48278 | 1 | 0.1% | |
| 46328 | 1 | 0.1% | |
| 46078 | 1 | 0.1% | |
| 45130 | 1 | 0.1% |
SpatAvg
Real number (ℝ≥0)
| Distinct | 1490 |
|---|---|
| Distinct (%) | 80.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3966.494327 |
|---|---|
| Minimum | 135 |
| Maximum | 17805 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 135 |
|---|---|
| 5-th percentile | 1050 |
| Q1 | 2002.5 |
| median | 3387 |
| Q3 | 5264 |
| 95-th percentile | 9180 |
| Maximum | 17805 |
| Range | 17670 |
| Interquartile range (IQR) | 3261.5 |
Descriptive statistics
| Standard deviation | 2598.517013 |
|---|---|
| Coefficient of variation (CV) | 0.6551167854 |
| Kurtosis | 2.347916279 |
| Mean | 3966.494327 |
| Median Absolute Deviation (MAD) | 1551 |
| Skewness | 1.350873664 |
| Sum | 7341981 |
| Variance | 6752290.667 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 5606 | 5 | 0.3% | |
| 1413 | 5 | 0.3% | |
| 8822 | 4 | 0.2% | |
| 12363 | 4 | 0.2% | |
| 4423 | 4 | 0.2% | |
| 1445 | 3 | 0.2% | |
| 3907 | 3 | 0.2% | |
| 4431 | 3 | 0.2% | |
| 2820 | 3 | 0.2% | |
| 3348 | 3 | 0.2% | |
| Other values (1480) | 1814 | 98.0% |
| Value | Count | Frequency (%) | |
| 135 | 1 | 0.1% | |
| 347 | 1 | 0.1% | |
| 358 | 1 | 0.1% | |
| 387 | 1 | 0.1% | |
| 393 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 17805 | 1 | 0.1% | |
| 16851 | 1 | 0.1% | |
| 16571 | 2 | 0.1% | |
| 15526 | 1 | 0.1% | |
| 15132 | 1 | 0.1% |
| Distinct | 25 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.566180443 |
|---|---|
| Minimum | 0 |
| Maximum | 24 |
| Zeros | 845 |
| Zeros (%) | 45.7% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 9 |
| 95-th percentile | 21 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.88910785 |
|---|---|
| Coefficient of variation (CV) | 1.23767239 |
| Kurtosis | 0.1456204672 |
| Mean | 5.566180443 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.103172777 |
| Sum | 10303 |
| Variance | 47.45980697 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 845 | 45.7% | |
| 6 | 88 | 4.8% | |
| 7 | 76 | 4.1% | |
| 5 | 70 | 3.8% | |
| 8 | 67 | 3.6% | |
| 9 | 66 | 3.6% | |
| 10 | 60 | 3.2% | |
| 3 | 58 | 3.1% | |
| 12 | 51 | 2.8% | |
| 4 | 50 | 2.7% | |
| Other values (15) | 420 | 22.7% |
| Value | Count | Frequency (%) | |
| 0 | 845 | 45.7% | |
| 1 | 41 | 2.2% | |
| 2 | 32 | 1.7% | |
| 3 | 58 | 3.1% | |
| 4 | 50 | 2.7% |
| Value | Count | Frequency (%) | |
| 24 | 27 | 1.5% | |
| 23 | 21 | 1.1% | |
| 22 | 27 | 1.5% | |
| 21 | 31 | 1.7% | |
| 20 | 19 | 1.0% |
| Distinct | 220 |
|---|---|
| Distinct (%) | 11.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.50567261 |
|---|---|
| Minimum | 0 |
| Maximum | 2000 |
| Zeros | 1568 |
| Zeros (%) | 84.7% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 650.5 |
| Maximum | 2000 |
| Range | 2000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 281.6624937 |
|---|---|
| Coefficient of variation (CV) | 3.294079622 |
| Kurtosis | 18.39684028 |
| Mean | 85.50567261 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.148671881 |
| Sum | 158271 |
| Variance | 79333.76037 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 1568 | 84.7% | |
| 250 | 15 | 0.8% | |
| 750 | 8 | 0.4% | |
| 1250 | 6 | 0.3% | |
| 50 | 3 | 0.2% | |
| 151 | 3 | 0.2% | |
| 290 | 3 | 0.2% | |
| 170 | 3 | 0.2% | |
| 468 | 2 | 0.1% | |
| 341 | 2 | 0.1% | |
| Other values (210) | 238 | 12.9% |
| Value | Count | Frequency (%) | |
| 0 | 1568 | 84.7% | |
| 2 | 1 | 0.1% | |
| 3 | 2 | 0.1% | |
| 7 | 1 | 0.1% | |
| 13 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2000 | 2 | 0.1% | |
| 1975 | 1 | 0.1% | |
| 1960 | 1 | 0.1% | |
| 1949 | 1 | 0.1% | |
| 1906 | 1 | 0.1% |
Coverage
Real number (ℝ≥0)
| Distinct | 94 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.91356024 |
|---|---|
| Minimum | 5 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 28 |
| median | 41 |
| Q3 | 59 |
| 95-th percentile | 85 |
| Maximum | 100 |
| Range | 95 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 21.22520391 |
|---|---|
| Coefficient of variation (CV) | 0.4833405397 |
| Kurtosis | -0.365307144 |
| Mean | 43.91356024 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.5182298826 |
| Sum | 81284 |
| Variance | 450.5092809 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 42 | 45 | 2.4% | |
| 30 | 42 | 2.3% | |
| 36 | 42 | 2.3% | |
| 44 | 41 | 2.2% | |
| 25 | 40 | 2.2% | |
| 40 | 40 | 2.2% | |
| 31 | 39 | 2.1% | |
| 37 | 38 | 2.1% | |
| 18 | 36 | 1.9% | |
| 45 | 36 | 1.9% | |
| Other values (84) | 1452 | 78.4% |
| Value | Count | Frequency (%) | |
| 5 | 1 | 0.1% | |
| 6 | 6 | 0.3% | |
| 7 | 6 | 0.3% | |
| 8 | 4 | 0.2% | |
| 9 | 6 | 0.3% |
| Value | Count | Frequency (%) | |
| 100 | 18 | 1.0% | |
| 98 | 3 | 0.2% | |
| 97 | 2 | 0.1% | |
| 96 | 4 | 0.2% | |
| 95 | 3 | 0.2% |
TLCar
Real number (ℝ≥0)
| Distinct | 827 |
|---|---|
| Distinct (%) | 44.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1511.645597 |
|---|---|
| Minimum | 1000 |
| Maximum | 1999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 1051.5 |
| Q1 | 1265 |
| median | 1522 |
| Q3 | 1765 |
| 95-th percentile | 1948.5 |
| Maximum | 1999 |
| Range | 999 |
| Interquartile range (IQR) | 500 |
Descriptive statistics
| Standard deviation | 288.6505935 |
|---|---|
| Coefficient of variation (CV) | 0.1909512349 |
| Kurtosis | -1.206783468 |
| Mean | 1511.645597 |
| Median Absolute Deviation (MAD) | 251 |
| Skewness | -0.04504740042 |
| Sum | 2798056 |
| Variance | 83319.16514 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1191 | 7 | 0.4% | |
| 1902 | 7 | 0.4% | |
| 1293 | 7 | 0.4% | |
| 1955 | 7 | 0.4% | |
| 1851 | 6 | 0.3% | |
| 1836 | 6 | 0.3% | |
| 1451 | 6 | 0.3% | |
| 1421 | 6 | 0.3% | |
| 1315 | 6 | 0.3% | |
| 1866 | 6 | 0.3% | |
| Other values (817) | 1787 | 96.5% |
| Value | Count | Frequency (%) | |
| 1000 | 1 | 0.1% | |
| 1001 | 5 | 0.3% | |
| 1002 | 2 | 0.1% | |
| 1003 | 3 | 0.2% | |
| 1006 | 3 | 0.2% |
| Value | Count | Frequency (%) | |
| 1999 | 6 | 0.3% | |
| 1998 | 3 | 0.2% | |
| 1997 | 2 | 0.1% | |
| 1996 | 3 | 0.2% | |
| 1994 | 2 | 0.1% |
TLHGV
Real number (ℝ≥0)
| Distinct | 488 |
|---|---|
| Distinct (%) | 26.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 747.6428957 |
|---|---|
| Minimum | 500 |
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 525 |
| Q1 | 621 |
| median | 745 |
| Q3 | 871 |
| 95-th percentile | 972 |
| Maximum | 999 |
| Range | 499 |
| Interquartile range (IQR) | 250 |
Descriptive statistics
| Standard deviation | 144.9141497 |
|---|---|
| Coefficient of variation (CV) | 0.1938280301 |
| Kurtosis | -1.232383906 |
| Mean | 747.6428957 |
| Median Absolute Deviation (MAD) | 126 |
| Skewness | 0.0276876092 |
| Sum | 1383887 |
| Variance | 21000.11079 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 926 | 11 | 0.6% | |
| 869 | 10 | 0.5% | |
| 871 | 10 | 0.5% | |
| 582 | 10 | 0.5% | |
| 795 | 9 | 0.5% | |
| 567 | 9 | 0.5% | |
| 626 | 9 | 0.5% | |
| 664 | 9 | 0.5% | |
| 982 | 9 | 0.5% | |
| 691 | 8 | 0.4% | |
| Other values (478) | 1757 | 94.9% |
| Value | Count | Frequency (%) | |
| 500 | 3 | 0.2% | |
| 501 | 7 | 0.4% | |
| 502 | 3 | 0.2% | |
| 503 | 1 | 0.1% | |
| 504 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 999 | 5 | 0.3% | |
| 998 | 4 | 0.2% | |
| 997 | 1 | 0.1% | |
| 996 | 3 | 0.2% | |
| 995 | 3 | 0.2% |
Strasse
Categorical
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| A3 | |
|---|---|
| A9 | |
| A96 | |
| A7 | |
| A73 | |
| Other values (12) |
| Value | Count | Frequency (%) | |
| A3 | 559 | 30.2% | |
| A9 | 466 | 25.2% | |
| A96 | 155 | 8.4% | |
| A7 | 130 | 7.0% | |
| A73 | 129 | 7.0% | |
| A6 | 127 | 6.9% | |
| A99 | 116 | 6.3% | |
| A92 | 66 | 3.6% | |
| A94 | 37 | 2.0% | |
| A70 | 31 | 1.7% | |
| Other values (7) | 35 | 1.9% |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.30902215 |
| Min length | 2 |
Kat
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| 3 | |
|---|---|
| 7 | |
| 2 | |
| 1 | 36 |
| Value | Count | Frequency (%) | |
| 3 | 881 | 47.6% | |
| 7 | 718 | 38.8% | |
| 2 | 216 | 11.7% | |
| 1 | 36 | 1.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Typ
Real number (ℝ≥0)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.048082118 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.951675744 |
|---|---|
| Coefficient of variation (CV) | 0.3866172734 |
| Kurtosis | 0.1886709966 |
| Mean | 5.048082118 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.379065019 |
| Sum | 9344 |
| Variance | 3.809038212 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6 | 1299 | 70.2% | |
| 1 | 300 | 16.2% | |
| 3 | 120 | 6.5% | |
| 7 | 117 | 6.3% | |
| 5 | 11 | 0.6% | |
| 4 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 1 | 300 | 16.2% | |
| 3 | 120 | 6.5% | |
| 4 | 4 | 0.2% | |
| 5 | 11 | 0.6% | |
| 6 | 1299 | 70.2% |
| Value | Count | Frequency (%) | |
| 7 | 117 | 6.3% | |
| 6 | 1299 | 70.2% | |
| 5 | 11 | 0.6% | |
| 4 | 4 | 0.2% | |
| 3 | 120 | 6.5% |
Betei
Real number (ℝ≥0)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.276607239 |
|---|---|
| Minimum | 1 |
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 18 |
| Range | 17 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.9626475579 |
|---|---|
| Coefficient of variation (CV) | 0.422843054 |
| Kurtosis | 42.7901568 |
| Mean | 2.276607239 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.802231857 |
| Sum | 4214 |
| Variance | 0.9266903208 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2 | 1133 | 61.2% | |
| 3 | 355 | 19.2% | |
| 1 | 218 | 11.8% | |
| 4 | 103 | 5.6% | |
| 5 | 25 | 1.4% | |
| 7 | 6 | 0.3% | |
| 6 | 6 | 0.3% | |
| 8 | 4 | 0.2% | |
| 18 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 218 | 11.8% | |
| 2 | 1133 | 61.2% | |
| 3 | 355 | 19.2% | |
| 4 | 103 | 5.6% | |
| 5 | 25 | 1.4% |
| Value | Count | Frequency (%) | |
| 18 | 1 | 0.1% | |
| 8 | 4 | 0.2% | |
| 7 | 6 | 0.3% | |
| 6 | 6 | 0.3% | |
| 5 | 25 | 1.4% |
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.388438682 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 63 |
| Zeros (%) | 3.4% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.441722098 |
|---|---|
| Coefficient of variation (CV) | 0.7206038909 |
| Kurtosis | 0.3305547855 |
| Mean | 3.388438682 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.276964923 |
| Sum | 6272 |
| Variance | 5.962006804 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2 | 831 | 44.9% | |
| 3 | 447 | 24.1% | |
| 8 | 165 | 8.9% | |
| 9 | 124 | 6.7% | |
| 5 | 90 | 4.9% | |
| 1 | 86 | 4.6% | |
| 0 | 63 | 3.4% | |
| 7 | 35 | 1.9% | |
| 6 | 6 | 0.3% | |
| 4 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 0 | 63 | 3.4% | |
| 1 | 86 | 4.6% | |
| 2 | 831 | 44.9% | |
| 3 | 447 | 24.1% | |
| 4 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 9 | 124 | 6.7% | |
| 8 | 165 | 8.9% | |
| 7 | 35 | 1.9% | |
| 6 | 6 | 0.3% | |
| 5 | 90 | 4.9% |
| Distinct | 9 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 1584 |
| Missing (%) | 85.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.235955056 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 4 |
| Zeros (%) | 0.2% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 8 |
| Q3 | 9 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.645847102 |
|---|---|
| Coefficient of variation (CV) | 0.3656527827 |
| Kurtosis | 0.1435603787 |
| Mean | 7.235955056 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.327325905 |
| Sum | 1932 |
| Variance | 7.000506885 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 9 | 133 | 7.2% | |
| 8 | 69 | 3.7% | |
| 3 | 38 | 2.1% | |
| 2 | 11 | 0.6% | |
| 1 | 5 | 0.3% | |
| 0 | 4 | 0.2% | |
| 7 | 4 | 0.2% | |
| 5 | 2 | 0.1% | |
| 4 | 1 | 0.1% | |
| (Missing) | 1584 | 85.6% |
| Value | Count | Frequency (%) | |
| 0 | 4 | 0.2% | |
| 1 | 5 | 0.3% | |
| 2 | 11 | 0.6% | |
| 3 | 38 | 2.1% | |
| 4 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 9 | 133 | 7.2% | |
| 8 | 69 | 3.7% | |
| 7 | 4 | 0.2% | |
| 5 | 2 | 0.1% | |
| 4 | 1 | 0.1% |
| Distinct | 14 |
|---|---|
| Distinct (%) | 7.3% |
| Missing | 1660 |
| Missing (%) | 89.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.23560209 |
|---|---|
| Minimum | 72 |
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 72 |
|---|---|
| 5-th percentile | 72 |
| Q1 | 73 |
| median | 73 |
| Q3 | 81 |
| 95-th percentile | 89 |
| Maximum | 89 |
| Range | 17 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.010691311 |
|---|---|
| Coefficient of variation (CV) | 0.07884362615 |
| Kurtosis | -0.05234210446 |
| Mean | 76.23560209 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.279196596 |
| Sum | 14561 |
| Variance | 36.12841003 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 73 | 95 | 5.1% | |
| 72 | 41 | 2.2% | |
| 89 | 18 | 1.0% | |
| 82 | 13 | 0.7% | |
| 88 | 8 | 0.4% | |
| 81 | 4 | 0.2% | |
| 86 | 3 | 0.2% | |
| 75 | 2 | 0.1% | |
| 83 | 2 | 0.1% | |
| 87 | 1 | 0.1% | |
| Other values (4) | 4 | 0.2% | |
| (Missing) | 1660 | 89.7% |
| Value | Count | Frequency (%) | |
| 72 | 41 | 2.2% | |
| 73 | 95 | 5.1% | |
| 75 | 2 | 0.1% | |
| 76 | 1 | 0.1% | |
| 77 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 89 | 18 | 1.0% | |
| 88 | 8 | 0.4% | |
| 87 | 1 | 0.1% | |
| 86 | 3 | 0.2% | |
| 84 | 1 | 0.1% |
| Distinct | 6 |
|---|---|
| Distinct (%) | 54.5% |
| Missing | 1840 |
| Missing (%) | 99.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.54545455 |
|---|---|
| Minimum | 73 |
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 73 |
|---|---|
| 5-th percentile | 73 |
| Q1 | 74 |
| median | 80 |
| Q3 | 81 |
| 95-th percentile | 86.5 |
| Maximum | 89 |
| Range | 16 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.222329679 |
|---|---|
| Coefficient of variation (CV) | 0.06648799359 |
| Kurtosis | -0.2067511111 |
| Mean | 78.54545455 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.6349656579 |
| Sum | 864 |
| Variance | 27.27272727 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 73 | 3 | 0.2% | |
| 81 | 2 | 0.1% | |
| 75 | 2 | 0.1% | |
| 80 | 2 | 0.1% | |
| 89 | 1 | 0.1% | |
| 84 | 1 | 0.1% | |
| (Missing) | 1840 | 99.4% |
| Value | Count | Frequency (%) | |
| 73 | 3 | 0.2% | |
| 75 | 2 | 0.1% | |
| 80 | 2 | 0.1% | |
| 81 | 2 | 0.1% | |
| 84 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 89 | 1 | 0.1% | |
| 84 | 1 | 0.1% | |
| 81 | 2 | 0.1% | |
| 80 | 2 | 0.1% | |
| 75 | 2 | 0.1% |
| Distinct | 8 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 1402 |
| Missing (%) | 75.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.20935412 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7593475711 |
|---|---|
| Coefficient of variation (CV) | 0.2366044826 |
| Kurtosis | 25.89381615 |
| Mean | 3.20935412 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.838759354 |
| Sum | 1441 |
| Variance | 0.5766087337 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3 | 380 | 20.5% | |
| 4 | 44 | 2.4% | |
| 5 | 16 | 0.9% | |
| 8 | 3 | 0.2% | |
| 0 | 2 | 0.1% | |
| 9 | 2 | 0.1% | |
| 2 | 1 | 0.1% | |
| 1 | 1 | 0.1% | |
| (Missing) | 1402 | 75.7% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.1% | |
| 1 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 3 | 380 | 20.5% | |
| 4 | 44 | 2.4% |
| Value | Count | Frequency (%) | |
| 9 | 2 | 0.1% | |
| 8 | 3 | 0.2% | |
| 5 | 16 | 0.9% | |
| 4 | 44 | 2.4% | |
| 3 | 380 | 20.5% |
Alkoh
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| 0 | |
|---|---|
| 1 | 25 |
| Value | Count | Frequency (%) | |
| 0 | 1826 | 98.6% | |
| 1 | 25 | 1.4% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 1694 |
| Missing (%) | 91.5% |
| Memory size | 14.5 KiB |
| 5 | |
|---|---|
| 4 | |
| 6 | |
| 2 |
| Value | Count | Frequency (%) | |
| 5 | 60 | 3.2% | |
| 4 | 56 | 3.0% | |
| 6 | 33 | 1.8% | |
| 2 | 8 | 0.4% | |
| (Missing) | 1694 | 91.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 1809 |
| Missing (%) | 97.7% |
| Memory size | 14.5 KiB |
| 6 |
|---|
| Value | Count | Frequency (%) | |
| 6 | 42 | 2.3% | |
| (Missing) | 1809 | 97.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Lich1
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 3 |
| Missing (%) | 0.2% |
| Memory size | 14.5 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 | 97 |
| Value | Count | Frequency (%) | |
| 0 | 1489 | 80.4% | |
| 2 | 262 | 14.2% | |
| 1 | 97 | 5.2% | |
| (Missing) | 3 | 0.2% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 1492 |
| Missing (%) | 80.6% |
| Memory size | 14.5 KiB |
| 4 | |
|---|---|
| 3 | 16 |
| Value | Count | Frequency (%) | |
| 4 | 343 | 18.5% | |
| 3 | 16 | 0.9% | |
| (Missing) | 1492 | 80.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Zust1
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 5 |
| Missing (%) | 0.3% |
| Memory size | 14.5 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 40 |
| Value | Count | Frequency (%) | |
| 0 | 1393 | 75.3% | |
| 1 | 413 | 22.3% | |
| 2 | 40 | 2.2% | |
| (Missing) | 5 | 0.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 1834 |
| Missing (%) | 99.1% |
| Memory size | 14.5 KiB |
| 2 |
|---|
| Value | Count | Frequency (%) | |
| 2 | 17 | 0.9% | |
| (Missing) | 1834 | 99.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 109 |
| Missing (%) | 5.9% |
| Memory size | 14.5 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 | |
| 4 | 38 |
| S | 22 |
| Other values (2) | 8 |
| Value | Count | Frequency (%) | |
| 2 | 804 | 43.4% | |
| 1 | 580 | 31.3% | |
| 3 | 290 | 15.7% | |
| 4 | 38 | 2.1% | |
| S | 22 | 1.2% | |
| 5 | 5 | 0.3% | |
| F | 3 | 0.2% | |
| (Missing) | 109 | 5.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.117774176 |
| Min length | 1 |
FeiTag
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| 0 | |
|---|---|
| 1 | 47 |
| -1 | 17 |
| Value | Count | Frequency (%) | |
| 0 | 1787 | 96.5% | |
| 1 | 47 | 2.5% | |
| -1 | 17 | 0.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.009184225 |
| Min length | 1 |
Month
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| Jul | |
|---|---|
| Aug | |
| Oct | |
| Sep | |
| Jun | |
| Other values (7) |
| Value | Count | Frequency (%) | |
| Jul | 238 | 12.9% | |
| Aug | 220 | 11.9% | |
| Oct | 166 | 9.0% | |
| Sep | 162 | 8.8% | |
| Jun | 158 | 8.5% | |
| Apr | 150 | 8.1% | |
| Mar | 142 | 7.7% | |
| Nov | 141 | 7.6% | |
| Dec | 137 | 7.4% | |
| May | 137 | 7.4% | |
| Other values (2) | 200 | 10.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | TempMax | TempAvg | SpatMax | SpatAvg | TempDist | SpatDist | Coverage | TLCar | TLHGV | Strasse | Kat | Typ | Betei | UArt1 | UArt2 | AUrs1 | AUrs2 | AufHi | Alkoh | Char1 | Char2 | Lich1 | Lich2 | Zust1 | Zust2 | Fstf | WoTag | FeiTag | Month | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 360 | 222 | 6568 | 4311 | 0 | 0 | 61 | 1714 | 718 | A3 | 2 | 1 | 3 | 2 | NaN | NaN | NaN | NaN | 0 | NaN | NaN | 0.0 | NaN | 1.0 | NaN | 2 | Di | 1 | Jan |
| 1 | 1 | 69 | 28 | 6000 | 3475 | 10 | 0 | 41 | 1691 | 686 | A6 | 3 | 6 | 3 | 2 | NaN | 89.0 | NaN | NaN | 0 | NaN | NaN | 0.0 | NaN | 0.0 | NaN | 2 | Di | 1 | Jan |
| 2 | 2 | 162 | 89 | 13925 | 7212 | 0 | 0 | 50 | 1293 | 804 | A3 | 3 | 6 | 5 | 2 | 9.0 | NaN | NaN | 3.0 | 0 | NaN | NaN | 0.0 | NaN | 1.0 | NaN | 2 | Mi | 0 | Jan |
| 3 | 3 | 162 | 89 | 13925 | 7212 | 1 | 996 | 50 | 1293 | 804 | A3 | 3 | 6 | 7 | 2 | NaN | 82.0 | NaN | NaN | 0 | NaN | NaN | 0.0 | NaN | 1.0 | NaN | 2 | Mi | 0 | Jan |
| 4 | 4 | 162 | 49 | 20701 | 5847 | 0 | 0 | 28 | 1417 | 502 | A3 | 3 | 6 | 2 | 2 | NaN | NaN | NaN | NaN | 0 | NaN | NaN | 0.0 | NaN | 0.0 | NaN | NaN | Mi | 0 | Jan |
| 5 | 5 | 45 | 20 | 7483 | 3057 | 0 | 0 | 42 | 1044 | 780 | A6 | 3 | 6 | 3 | 2 | NaN | NaN | NaN | NaN | 1 | NaN | NaN | 0.0 | NaN | 0.0 | NaN | 1 | Mi | 0 | Jan |
| 6 | 6 | 285 | 117 | 18067 | 5068 | 0 | 0 | 28 | 1205 | 643 | A9 | 7 | 1 | 3 | 3 | NaN | 72.0 | NaN | NaN | 0 | NaN | NaN | 0.0 | NaN | 1.0 | 2.0 | 1 | Mi | -1 | Jan |
| 7 | 7 | 216 | 96 | 12991 | 5615 | 11 | 0 | 43 | 1647 | 670 | A3 | 3 | 7 | 3 | 3 | NaN | NaN | NaN | NaN | 0 | NaN | NaN | 2.0 | 4.0 | 1.0 | NaN | 2 | Do | 0 | Jan |
| 8 | 8 | 138 | 55 | 6415 | 3142 | 0 | 0 | 42 | 1803 | 985 | A9 | 7 | 1 | 2 | 3 | NaN | NaN | NaN | NaN | 0 | NaN | NaN | 2.0 | 4.0 | 0.0 | NaN | 1 | Fr | 0 | Jan |
| 9 | 9 | 105 | 61 | 9941 | 2555 | 0 | 112 | 22 | 1657 | 905 | A9 | 3 | 6 | 3 | 2 | NaN | NaN | NaN | NaN | 0 | NaN | NaN | 2.0 | 4.0 | 1.0 | NaN | 4 | Fr | 0 | Jan |
Last rows
| df_index | TempMax | TempAvg | SpatMax | SpatAvg | TempDist | SpatDist | Coverage | TLCar | TLHGV | Strasse | Kat | Typ | Betei | UArt1 | UArt2 | AUrs1 | AUrs2 | AufHi | Alkoh | Char1 | Char2 | Lich1 | Lich2 | Zust1 | Zust2 | Fstf | WoTag | FeiTag | Month | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1841 | 1857 | 81 | 61 | 2698 | 2360 | 8 | 0 | 86 | 1305 | 511 | A7 | 3 | 1 | 1 | 9 | NaN | NaN | NaN | 3.0 | 0 | 6.0 | NaN | 2.0 | 4.0 | 0.0 | NaN | 2 | Fr | 0 | Dec |
| 1842 | 1858 | 237 | 52 | 29229 | 6305 | 0 | 0 | 21 | 1269 | 784 | A9 | 3 | 6 | 3 | 2 | NaN | NaN | NaN | NaN | 0 | NaN | NaN | 0.0 | NaN | 0.0 | NaN | F | Fr | 0 | Dec |
| 1843 | 1859 | 564 | 94 | 43244 | 7047 | 0 | 0 | 16 | 1785 | 638 | A7 | 3 | 1 | 4 | 2 | 9.0 | NaN | NaN | 3.0 | 0 | NaN | NaN | 0.0 | NaN | 0.0 | NaN | 2 | -1 | 0 | Dec |
| 1844 | 1860 | 201 | 93 | 14999 | 4372 | 16 | 0 | 29 | 1875 | 579 | A7 | 3 | 6 | 2 | 2 | NaN | NaN | NaN | NaN | 0 | NaN | NaN | 0.0 | NaN | 0.0 | NaN | 1 | Sa | 0 | Dec |
| 1845 | 1861 | 45 | 26 | 3955 | 2768 | 22 | 0 | 75 | 1262 | 925 | A9 | 3 | 6 | 2 | 2 | NaN | NaN | NaN | NaN | 0 | NaN | NaN | 0.0 | NaN | 0.0 | NaN | 1 | So | 0 | Dec |
| 1846 | 1862 | 39 | 31 | 13456 | 10007 | 11 | 0 | 74 | 1850 | 582 | A9 | 3 | 7 | 3 | 4 | NaN | NaN | NaN | NaN | 0 | NaN | NaN | 2.0 | 4.0 | 0.0 | NaN | 3 | So | 0 | Dec |
| 1847 | 1863 | 135 | 54 | 6481 | 2784 | 12 | 750 | 42 | 1798 | 511 | A9 | 7 | 6 | 2 | 2 | NaN | NaN | NaN | NaN | 0 | NaN | NaN | 0.0 | NaN | 0.0 | NaN | 1 | So | 0 | Dec |
| 1848 | 1864 | 87 | 79 | 3788 | 3411 | 0 | 0 | 88 | 1363 | 741 | A92 | 3 | 6 | 2 | 2 | NaN | NaN | NaN | NaN | 1 | NaN | NaN | 2.0 | 4.0 | 0.0 | NaN | 2 | So | 0 | Dec |
| 1849 | 1865 | 93 | 72 | 3418 | 2571 | 4 | 0 | 75 | 1950 | 993 | A3 | 3 | 6 | 3 | 2 | NaN | NaN | NaN | NaN | 0 | NaN | NaN | 2.0 | 3.0 | 0.0 | NaN | 2 | -1 | 0 | Dec |
| 1850 | 1866 | 69 | 62 | 1406 | 1260 | 6 | 0 | 78 | 1155 | 500 | A71 | 2 | 6 | 2 | 2 | NaN | NaN | NaN | NaN | 0 | NaN | NaN | 0.0 | NaN | 0.0 | NaN | 1 | Di | 0 | Dec |